{"id":"W2109605669","doi":"10.3390/biology2020514","title":"Composition, Diversity, and Stability of Microbial Assemblages in Seasonal Lake Ice, Miquelon Lake, Central Alberta","year":2013,"lang":"en","type":"article","venue":"Biology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; Alberta Innovates; Alberta Innovates - Technology Futures","keywords":"Biology; Ecology; Bacteroidetes; Actinobacteria; Microbial loop; Sea ice; Algae; Ice core; Oceanography; Phytoplankton; Bacteria; Geology; Nutrient; Paleontology; 16S ribosomal RNA","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002666738,0.0001927346,0.0001879352,0.001801845,0.001449781,0.0009705288,0.0003783503,0.0001676729,0.0005576733],"category_scores_gemma":[0.0004553244,0.0001452822,0.0001033677,0.001869691,0.0005943915,0.0001898244,0.0004482015,0.0001379198,0.0001096386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006276495,"about_ca_system_score_gemma":0.003967337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8933659,"about_ca_topic_score_gemma":0.9608917,"domain_scores_codex":[0.9997701,0.00001502032,0.00001229075,0.00003970095,0.00007809119,0.00008482704],"domain_scores_gemma":[0.9996487,0.00001859718,0.00005265457,0.000007000425,0.0001745376,0.00009843784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003919119,0.00005044787,0.9679784,0.00005486875,0.0000553565,0.0002102037,0.003082009,0.000250526,0.01228248,0.00008506972,0.0003569631,0.01520191],"study_design_scores_gemma":[0.000002582167,0.00001593754,0.9984838,0.000004136125,0.000006083626,0.00002563159,0.0008171613,0.0001159652,0.0002036774,0.000007932228,0.0003148181,0.000002300338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990368,0.0002377168,0.0000314655,0.00001642719,0.000001123456,0.000005341186,0.0001887803,0.000003627875,0.000478821],"genre_scores_gemma":[0.9983944,0.000200749,0.0001421722,0.00002332208,0.000001918584,0.000006818929,0.000472442,0.000001922085,0.0007561883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1066341,"threshold_uncertainty_score":0.2145242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337865615450395,"score_gpt":0.2275061907667303,"score_spread":0.2141275346122264,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}